Machine learning from fetal flow waveforms to predict adverse perinatal outcomes: a study protocol [version 1; referees: 2 approved]

Background: In Pakistan, stillbirth rates and early neonatal mortality rates are amongst the highest in the world. The aim of this study is to provide proof of concept for using a computational model of fetal haemodynamics, combined with machine learning. This model will be based on Doppler patterns...

Full description

Bibliographic Details
Main Authors: Zahra Hoodbhoy, Babar Hasan, Fyezah Jehan, Bart Bijnens, Devyani Chowdhury
Format: Article
Language:English
Published: F1000 Research Ltd 2018-02-01
Series:Gates Open Research
Online Access:https://gatesopenresearch.org/articles/2-8/v1